Linear regression is an elementary statistical approach utilised to forecast the linear relationship between two variables. This, in turn, helps in forecasting the outcomes by implanting a straight line through observed data points. In this article, we will discuss the fundamentals of linear regression, its assumptions, and how it operates. You will also get to know about linear regression in machine learning.